31 May, 2021
Agenda
- Introduction
- Exploratory Data Analysis
- Modelling
- Supervised Learning
- Linear Regression
- Regression Tree
- K-NN
- Unsupervised Learning
- Conclusion
Introduction
Exploratory Data Analysis
Data Distribution and Outliers

Financial Variables
Supervised Learning
Unsupervised Learning
Partition Around the Medoid Method
Principal Components Analysis Method

Conclusion
Take-Home Message
- Linear regression is the most performant model